M:AI User‑Friendly Site Search vs Mandelbaum.ai Search & Filter
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 5, 2026.
The short answer
- Mandelbaum.ai Search & Filter is detected on 1.2× as many Shopify stores as M:AI User‑Friendly Site Search: 12 vs 10 as of Nov 5, 2026.
- On the Shopify App Store: M:AI User‑Friendly Site Search 5.0 from 1 reviews and Mandelbaum.ai Search & Filter 4.2 from 2 reviews.
- Only M:AI User‑Friendly Site Search lists a free plan.
- M:AI User‑Friendly Site Search lists 11 features Mandelbaum.ai Search & Filter’s listing doesn’t mention, including Autocomplete, Behavior insights, Filter display.
Head to head
- Sweden
- Australia
- Norway
- Germany
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free!
- · 1 language (any language)
- · Email support. Up to 1,000 products
- · Fullscreen search with high relevance
- · Real-time product updates
- · Search in products, categories, brands
Startup
- · 1 language (any language)
- · 2 product images
- · AI: Autocomplete predictions
- · Adaptable design
- · Chat support. Up to 25,000 products
- · Stock statuses
Business
- · 2 languages
- · AI: Autocorrect misspelled keywords
- · AI: Keywords highlighter
- · Advanced analytics
- · Advanced filters
- · All product images
Premium
- · 10 languages
- · AI: Boost products, brands, collections
- · AI: Comprehends plural words
- · AI: Semantic search
- · AI: Suggestions
- · AI: Synonyms
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureMany shoppers leave online stores due to a frustrating search experience. **M:AI Search** transforms your Shopify store with advanced AI technology! Replace your outdated search engine with a user-friendly semantic search tool that understands customer intent, recognizes synonyms, corrects typos, and highlights key terms. **M:AI Recommendations** is an add-on that provides personalized product suggestions in-store.
Seamlessly connect your store with one click. Import products instantly, enable AI-powered search, chat, and social media UI—no coding required. Customize the look and feel directly from the Shopify theme editor. Product discovery and customer engagement with zero developer effort. Promote products with merchandising tools and track success via analytics dashboards. Get Reliable support and regular updates.
- Enjoy an AI search experience that won’t slow down your store.
- Products are updated in real-time, not after 24 hours.
- Advanced filters with colors, sizes, images, buttons, etc.
- Keywords highlighter + Stock status & Stock quantity.
- One-click product sync to Mandelbaum.ai
- Enable AI search, chat & social UI in one click
- No-code UI customization via theme editor
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  M:AI User‑Friendly Site Search |  Mandelbaum.ai Search & Filter |
|---|---|---|
| Detected stores | 10 | 12(ahead) |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories, Hardware, Home & Garden | Food, Beverages & Tobacco, Apparel & Accessories, Animals & Pet Supplies |
| Top store countries | Sweden, Australia, Norway | Germany |
Reviews
| Measure | M:AI User‑Friendly Site Search | Mandelbaum.ai Search & Filter |
|---|---|---|
| App Store rating | 5.0 ★(ahead) | 4.2 ★ |
| App Store reviews | 1 | 2(ahead) |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | M:AI User‑Friendly Site Search | Mandelbaum.ai Search & Filter |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $129/month | No monthly plan listed |
| Longest free trial | 1 days | Not listed |
| Plans listed | 4 | Not published |
Listing
| Measure | M:AI User‑Friendly Site Search | Mandelbaum.ai Search & Filter |
|---|---|---|
| Shopify category rank | #52(ahead) | #71 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Dec 5, 2024 | Aug 14, 2025 |
| Languages | 1 | 2 |
| Developer | Mesh Nordic AI Limited | Mandelbaum GmbH |
FAQ
M:AI User‑Friendly Site Search and Mandelbaum.ai Search & Filter: common questions
- Which is more popular, M:AI User‑Friendly Site Search or Mandelbaum.ai Search & Filter?
- Mandelbaum.ai Search & Filter is detected on 1.2× as many Shopify stores as M:AI User‑Friendly Site Search: 12 vs 10 as of Nov 5, 2026.
- Is M:AI User‑Friendly Site Search or Mandelbaum.ai Search & Filter cheaper?
- Only M:AI User‑Friendly Site Search lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- Which has better reviews, M:AI User‑Friendly Site Search or Mandelbaum.ai Search & Filter?
- On the Shopify App Store: M:AI User‑Friendly Site Search 5.0 from 1 reviews and Mandelbaum.ai Search & Filter 4.2 from 2 reviews.
- What features does each app list that the other doesn’t?
- M:AI User‑Friendly Site Search lists 11 the others don’t mention, such as Autocomplete, Behavior insights, Filter display, Instant search. Mandelbaum.ai Search & Filter lists 1 the others don’t mention, such as Product recommendations. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 5, 2026; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 5, 2026. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.